Kurzus nemzetközi vendég- és részidős hallgatóknak

Kar

Informatikai Kar

Szervezet

IK Mesterséges Intelligencia Tanszék

Kód

IP-18fKVBGTE

Cím

Bevezetés a gépi tanulásba Ea

Tervezett félév

Őszi

Meghirdetve

2024/25/1

ECTS

3

Nyelv

en

Oktatás célja

Introduction to the theory and applications of present-day machine learning. The course focuses on the history of machine learning and artificial intelligence, AI winters and springs, the most basic directions, latest trends and solutions. The practical part of the course presents the most popular techniques, algorithms and concepts used in deep learning.

Tantárgy tartalma

Introduction to the theory and applications of present-day machine learning. The course focuses on the history of machine learning and artificial intelligence, AI winters and springs, the most basic directions, latest trends and solutions. The practical part of the course presents the most popular techniques, algorithms and concepts used in deep learning.

Irodalomjegyzék

1.Y. Hadad, 30 Amazing Applications of Deep Learning 2. Awesome Artificial Intelligence (AI): A curated list of AI courses, books, video lectures and papers. 3. JP Mueller és L Massaron: Artificial Intelligence for Dummies, Wiley, 2018 4. I. Goodfellow, Y. Bengio, A. Courville, Deep Learning, MIT Press, 2016

Kurzus szakjai